Abstract: An indication associated with a request to access a protected object by a subject is received. Using one or more processors, application level behavioral patterns of the subject, context of the request by the subject, usage patterns associated with the protected object, and a current system state are automatically analyzed using one or more machine learning models to determine an analysis result associated with whether to grant the subject access to the protected object. An access control mechanism for the protected object is automatically modified based on the analysis result.

Abstract: A password is received for evaluation. For each of at least a portion of characters included in the password, a corresponding location coordinate of a corresponding physical key location on a physical input device key layout is determined. Using the determined location coordinates, an ordered series of data representing the password is generated. One or more processors are used to determine a strength of the password including by utilizing the generated ordered series of data to perform an analysis based on location pattern detection.

Abstract: An indication is received to initiate a resource discovery process of a client system. The client system includes resources to be discovered and the resource discovery process is associated with a script. A connection is made from a management server to the client system with a first level of security privileges of the client system. The client system is provided with an encapsulation program for an execution of the script. The encapsulation program is configured to determine ownership information of the script. The encapsulation program is also configured to cause the execution of the script on the client system with modified security privileges corresponding to the ownership information of the script rather than the first level of security privileges of the client system.

Abstract: Input data for an operating system command of an automation process is received. The operating system command is generated based on the received input data. The generated operating system command is parsed to identify one or more metrics. The identified one or more metrics are automatically evaluated to determine a security risk associated with the generated operating system command.

Abstract: An indication associated with a request to access a protected object by a subject is received. Using one or more processors, application level behavioral patterns of the subject, context of the request by the subject, usage patterns associated with the protected object, and a current system state are automatically analyzed using one or more machine learning models to determine an analysis result associated with whether to grant the subject access to the protected object. An access control mechanism for the protected object is automatically modified based on the analysis result.

Abstract: Input data for an operating system command of an automation process is received. The operating system command is generated based on the received input data. The generated operating system command is parsed to identify one or more metrics. The identified one or more metrics are automatically evaluated to determine a security risk associated with the generated operating system command.

Abstract: An indication is received to initiate a resource discovery process of a client system. The client system includes resources to be discovered and the resource discovery process is associated with a script. A connection is made from a management server to the client system with a first level of security privileges of the client system. The client system is provided with an encapsulation program for an execution of the script. The encapsulation program is configured to determine ownership information of the script. The encapsulation program is also configured to cause the execution of the script on the client system with modified security privileges corresponding to the ownership information of the script rather than the first level of security privileges of the client system.